web/views/plots.py
author Aurelien Campeas <aurelien.campeas@logilab.fr>
Wed, 21 Oct 2009 11:34:11 +0200
branchstable
changeset 3767 03924de0014d
parent 3714 3cb7dcd9ae77
child 3720 5376aaadd16b
child 3785 78909a156011
permissions -rw-r--r--
reledit: stuff the value into its own div and properly hide it when necessary (but dont lump it with the landingzone div for it switches the form on when one clicks on a value to traverse it)

"""basic plot views

:organization: Logilab
:copyright: 2007-2009 LOGILAB S.A. (Paris, FRANCE), license is LGPL.
:contact: http://www.logilab.fr/ -- mailto:contact@logilab.fr
:license: GNU Lesser General Public License, v2.1 - http://www.gnu.org/licenses
"""
__docformat__ = "restructuredtext en"

import os
import time

from simplejson import dumps

from logilab.common import flatten
from logilab.mtconverter import xml_escape

from cubicweb.utils import make_uid, UStringIO, datetime2ticks
from cubicweb.appobject import objectify_selector
from cubicweb.web.views import baseviews

@objectify_selector
def at_least_two_columns(cls, req, rset=None, *args, **kwargs):
    if not rset:
        return 0
    return len(rset.rows[0]) >= 2

@objectify_selector
def all_columns_are_numbers(cls, req, rset=None, *args, **kwargs):
    """accept result set with at least one line and two columns of result
    all columns after second must be of numerical types"""
    for etype in rset.description[0]:
        if etype not in ('Int', 'Float'):
            return 0
    return 1

@objectify_selector
def second_column_is_number(cls, req, rset=None, *args, **kwargs):
    etype = rset.description[0][1]
    if etype not  in ('Int', 'Float'):
        return 0
    return 1

@objectify_selector
def columns_are_date_then_numbers(cls, req, rset=None, *args, **kwargs):
    etypes = rset.description[0]
    if etypes[0] not in ('Date', 'Datetime'):
        return 0
    for etype in etypes[1:]:
        if etype not in ('Int', 'Float'):
            return 0
    return 1


def filterout_nulls(abscissa, plot):
    filtered = []
    for x, y in zip(abscissa, plot):
        if x is None or y is None:
            continue
        filtered.append( (x, y) )
    return sorted(filtered)

class PlotWidget(object):
    # XXX refactor with cubicweb.web.views.htmlwidgets.HtmlWidget
    def _initialize_stream(self, w=None):
        if w:
            self.w = w
        else:
            self._stream = UStringIO()
            self.w = self._stream.write

    def render(self, *args, **kwargs):
        w = kwargs.pop('w', None)
        self._initialize_stream(w)
        self._render(*args, **kwargs)
        if w is None:
            return self._stream.getvalue()

class FlotPlotWidget(PlotWidget):
    """PlotRenderer widget using Flot"""
    onload = u'''
%(plotdefs)s
jQuery.plot(jQuery("#%(figid)s"), [%(plotdata)s],
    {points: {show: true},
     lines: {show: true},
     grid: {hoverable: true},
     xaxis: {mode: %(mode)s}});
jQuery("#%(figid)s").bind("plothover", onPlotHover);
'''

    def __init__(self, labels, plots, timemode=False):
        self.labels = labels
        self.plots = plots # list of list of couples
        self.timemode = timemode

    def dump_plot(self, plot):
        # XXX for now, the only way that we have to customize properly
        #     datetime labels on tooltips is to insert an additional column
        #     cf. function onPlotHover in cubicweb.flot.js
        if self.timemode:
            plot = [(datetime2ticks(x), y, datetime2ticks(x)) for x,y in plot]
        return dumps(plot)

    def _render(self, req, width=500, height=400):
        # XXX IE requires excanvas.js
        req.add_js( ('jquery.flot.js', 'cubicweb.flot.js', 'excanvas.js') )
        figid = u'figure%s' % req.varmaker.next()
        plotdefs = []
        plotdata = []
        self.w(u'<div id="%s" style="width: %spx; height: %spx;"></div>' %
               (figid, width, height))
        for idx, (label, plot) in enumerate(zip(self.labels, self.plots)):
            plotid = '%s_%s' % (figid, idx)
            plotdefs.append('var %s = %s;' % (plotid, self.dump_plot(plot)))
            # XXX ugly but required in order to not crash my demo
            plotdata.append("{label: '%s', data: %s}" % (label.replace(u'&', u''), plotid))
        req.html_headers.add_onload(self.onload %
                                    {'plotdefs': '\n'.join(plotdefs),
                                     'figid': figid,
                                     'plotdata': ','.join(plotdata),
                                     'mode': self.timemode and "'time'" or 'null'})


class PlotView(baseviews.AnyRsetView):
    id = 'plot'
    title = _('generic plot')
    __select__ = at_least_two_columns() & all_columns_are_numbers()
    timemode = False

    def call(self, width=500, height=400):
        # prepare data
        rqlst = self.rset.syntax_tree()
        # XXX try to make it work with unions
        varnames = [var.name for var in rqlst.children[0].get_selected_variables()][1:]
        abscissa = [row[0] for row in self.rset]
        plots = []
        nbcols = len(self.rset.rows[0])
        for col in xrange(1, nbcols):
            data = [row[col] for row in self.rset]
            plots.append(filterout_nulls(abscissa, data))
        plotwidget = FlotPlotWidget(varnames, plots, timemode=self.timemode)
        plotwidget.render(self.req, width, height, w=self.w)


class TimeSeriePlotView(PlotView):
    __select__ = at_least_two_columns() & columns_are_date_then_numbers()
    timemode = True


try:
    from GChartWrapper import Pie, Pie3D
except ImportError:
    pass
else:

    class PieChartWidget(PlotWidget):
        def __init__(self, labels, values, pieclass=Pie, title=None):
            self.labels = labels
            self.values = values
            self.pieclass = pieclass
            self.title = title

        def _render(self, width=None, height=None):
            piechart = self.pieclass(self.values)
            piechart.label(*self.labels)
            if width is not None:
                height = height or width
                piechart.size(width, height)
            if self.title:
                piechart.title(self.title)
            self.w(u'<img src="%s" />' % xml_escape(piechart.url))

    class PieChartView(baseviews.AnyRsetView):
        id = 'piechart'
        pieclass = Pie

        __select__ = at_least_two_columns() & second_column_is_number()

        def _guess_vid(self, row):
            etype = self.rset.description[row][0]
            if self.schema.eschema(etype).final:
                return 'final'
            return 'textincontext'

        def call(self, title=None, width=None, height=None):
            labels = []
            values = []
            for rowidx, (_, value) in enumerate(self.rset):
                if value is not None:
                    vid = self._guess_vid(rowidx)
                    label = '%s: %s' % (self.view(vid, self.rset, row=rowidx, col=0),
                                        value)
                    labels.append(label.encode(self.req.encoding))
                    values.append(value)
            pie = PieChartWidget(labels, values, pieclass=self.pieclass,
                                 title=title)
            if width is not None:
                height = height or width
            pie.render(width, height, w=self.w)


    class PieChart3DView(PieChartView):
        id = 'piechart3D'
        pieclass = Pie3D